From 3e13bb0d642d68f4db4bbb737149756da95dd1be Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Sun, 8 Nov 2020 22:39:43 +0100 Subject: [PATCH] updatng week 46 --- doc/src/week46/week46.do.txt | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/doc/src/week46/week46.do.txt b/doc/src/week46/week46.do.txt index f0638e0d3..703650cbd 100644 --- a/doc/src/week46/week46.do.txt +++ b/doc/src/week46/week46.do.txt @@ -1,7 +1,20 @@ -TITLE: Week 46: Support Vector Machines +TITLE: Week 46: Gradient Boosting Summary and Support Vector Machines AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University DATE: today +!split +===== Overview of week 46 ===== + +* _Thursday_: Summary of Gradient Boosting and further examples of applications. +* _Friday_: Support Vector Machines, classification and regression + + +Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones) of Hastie et al contains also a good discussion. + +"Overview of Support Vector Machines":"https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer". see also "this video":"https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao". + + + !split ===== Support Vector Machines, overarching aims ===== @@ -1141,3 +1154,5 @@ With the slack constants this leads to the additional constraint $0\leq \lambda _code will be added_ + +